A Practical View of Data Cloud Ingestion

Data projects become much easier when you understand where data originates, how it is transformed and how identity is handled.

Map the source first

Document the source system, ownership, refresh expectations and important fields.

Think about identity early

Identity resolution can affect the usefulness of downstream segmentation and activation.

Validate before scaling

Start with a small representative dataset and verify the model before increasing volume.